Like Wave-U-Net, Demucs was initially designed to be an end-to-end model for music source separation in the time domain [1]}. While it builds on the Wave-U-Net model, it introduces several improvements to the architecture. The model comprises a convolutional encoder, a BLSTM structure, and a convolutional decoder.
